Discover Awesome MCP Servers

Shield MCP

A shield for logging, deep debug and sanitization for MCP servers at development stage

datagouv-mcp

An MCP server that connects AI chatbots directly to data.gouv.fr, France’s national open data platform. It allows users to search, explore, and analyze thousands of public datasets simply by asking questions in natural language.

GoCD MCP Server

Enables AI assistants to query and manage GoCD pipelines, stages, and jobs through the Model Context Protocol. It allows users to trigger builds, analyze failures, and access build logs or artifacts using the GoCD REST API.

MCPMake

Enables management and execution of Python scripts with automatic LLM-extracted argument schemas and validation. Provides script registry, execution history, and intelligent argument parsing like make but for Python scripts.

Cloud Storage MCP Server

MCP 服务器与 Google Cloud Storage 交互

IBM Cloud Object Storage MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for IBM Cloud Object Storage (beta): https://www.cdata.com/download/download.aspx?sku=GMZK-V&type=beta

curl mcp

A Multi-modal Conversation Protocol (MCP) server that enables interacting with web APIs through a curl-like interface, providing access to various websites and APIs with user authentication and response transformations.

ElevenLabs MCP Backend

Connects ElevenLabs voice agents to Supabase for real-time order lookups, enabling voice agents to retrieve order status, tracking, and delivery information through the lookup_order tool.

MCP Server für Kerykeion

This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.

MCP RAG

Intelligent knowledge base system that enables users to process documents in 25+ formats, perform semantic search and Q\&A through vector retrieval. Supports multiple AI models including OpenAI and DouBao with local processing capabilities.

wiki-js-mcp

wiki-js-mcp

memorix

Cross-agent memory bridge for AI coding assistants. Persistent knowledge graph shared across 10 IDEs (Cursor, Windsurf, Claude Code, Codex, Copilot, Kiro, Antigravity, OpenCode, Trae, Gemini CLI) via MCP. 22 tools including team collaboration, auto-cleanup, mini-skills, session management, and workspace sync. 100% local, zero API keys required.

Marketing Events MCP Server

This MCP Server enables users to interact with HubSpot's marketing events API, allowing management of marketing event data through natural language commands.

MCP Medium Server

Enables AI assistants to publish posts to Medium with support for drafts, tags, canonical URLs, and follower notifications. Supports various publishing statuses and SEO optimization features.

Talk to Figma MCP

An MCP server integration that enables Cursor AI to communicate with Figma, allowing users to read designs and modify them programmatically through natural language commands.

MCP CosmosDB

A Model Context Protocol server for Azure CosmosDB database operations that provides 8 tools for document database analysis, container discovery, and data querying.

MCP Diagnostics

A MCP server for Trae IDE that reads and reports diagnostic information (errors/warnings/hints) from the IDE, enabling AI Agents to provide more intelligent code analysis and suggestions.

Office Whisperer

Enables creation and manipulation of Microsoft Office files (Excel, Word, PowerPoint) through natural language commands. Supports generating spreadsheets with formulas and charts, formatted documents with tables, and presentations with various layouts without requiring Office installation.

TR Dizin Search MCP Server

Enables searching the TR Dizin (Turkish Academic Index) database for publications, journals, and authors with advanced filtering and sorting options.

Sys8 MCP Server

Provides deterministic system information and developer utilities including date/time operations, OS details, math calculations, random data generation, hashing, text formatting, data validation, encoding/decoding, and log analysis.

astro-mcp

MCP 服务器以支持 Astro 项目开发。

N8n Mcp Server Rust

一个可以使用 n8n 的 MCP 服务器。 (Yī gè kěyǐ shǐyòng n8n de MCP fúwùqì.) This translates to: "An MCP server that can use n8n."

YouTube MCP: AI-Powered Solution for Enhanced YouTube Experience 🚀

YouTube MCP Server 是一个由 AI 驱动的解决方案，旨在彻底改变您的 YouTube 体验。它使用户能够搜索 YouTube 视频、检索详细的文字稿，并对视频内容执行语义搜索——所有这些都无需依赖官方 API。通过与向量数据库集成，该服务器简化了内容发现。

Cloudflare Playwright MCP

A server that integrates Playwright with Cloudflare Workers to enable browser automation tasks through LLM models in AI platforms like Claude and Copilot.

PostgreSQL MCP Server

Enables secure, AI-driven PostgreSQL database administration, observability, and querying with support for extensions like PostGIS and pgvector, connection pooling, and advanced tool filtering.

AppleScript MCP Server

A Model Context Protocol server that enables running AppleScript code to interact with Mac applications and system features including Notes, Calendar, Contacts, Messages, file management, and more.

Baidu Search MCP Server

使AI助手能够使用百度文心API执行智能网络搜索，支持多种模型和搜索模式，并提供带有参考来源的搜索结果。

MCP Playground Server

Provides intelligent command completion, validation, and contextual help for the Kafka Docker Playground CLI. Integrates with GitHub Copilot to offer auto-complete suggestions, detailed command assistance, and debugging support for playground operations.

CopilotMCP

A collection of MCP servers built with FastMCP framework that handle various tasks including customer interviews, E2E testing, and go-live processes, enabling seamless integration with GitHub Copilot through VSCode.